A nice software for data analytics!

I work in a research project which is based on the clinical trial (RCT) in public health. This project collects data of various trial participants, especially men and women. The data includes various socio-demographic information, such as; age, gender, marital status, work status, place of residence (rural/urban), city, state and components of wealth index. In addition to socio-demographic information, the data also includes information on bio-chemical characteristics of the participants. I use IBM SPSS Statistics in order to clean, edit, labelling of variables and data analytics. Pros of IBM SPSS Statistics · Easy to handle without specific training · The visualization of data through various statistical graphs (such as; bar-diagram, pie-chart, scatter plot and other graphs) is easier . Testing of various statistical hypothesis is easier using mouse based options · The software also provides options to check and remove missing values · One can also do predictive modeling using IBM SPSS Statistics such as; linear regression, logistics regression, multinomial regression Cons of IBM SPSS Statistics · mostly works on in-built functions within the software, so an advanced analysis, such as; multivariate decomposition, non-linear decompositions and other advance analytics aren’t feasible · Some machine learning aspects, such as density based spatial clustering of applications with noise, moral plots, LISA cluster mapping etc., cannot be produced using IBM SPSS Statistics

However, IBM SPSS Statistics has a time
savings impact. But, it is slow while handling the big data, more than 4 GB or 10 GB. So, it is wise to use IBM SPSS Statistics for small data sets, as the user interface sometimes breaks down while using
big data. Also, one can’t handle multi-data files in one window

IBM SPSS Statistics provides a quick result for
data, using easy clickable mouse options. This software helped in completing
the tasks before deadline. The software has features of producing some comprehensive
analyses with low effort. The software has produced some analytics that helped
in convincing the funders for business growth. I utilized the software’s
features for quick finding for future project proposals.